Classical Decomposition by Moving Averages | |||||
t | Observations | Fit | Trend | Seasonal | Random |
1 | 1.38 | NA | NA | -0.00756944 | NA |
2 | 1.96 | NA | NA | 0.584347 | NA |
3 | 1.36 | NA | NA | 0.0537639 | NA |
4 | 1.24 | NA | NA | -0.124819 | NA |
5 | 1.35 | NA | NA | 0.106597 | NA |
6 | 1.23 | NA | NA | -0.119486 | NA |
7 | 1.09 | 1.14218 | 1.35792 | -0.215736 | -0.0521806 |
8 | 1.08 | 1.16843 | 1.36708 | -0.198653 | -0.0884306 |
9 | 1.33 | 1.33076 | 1.37917 | -0.0484028 | -0.000763889 |
10 | 1.35 | 1.32601 | 1.38792 | -0.0619028 | 0.0239861 |
11 | 1.38 | 1.38335 | 1.39708 | -0.0137361 | -0.00334722 |
12 | 1.5 | 1.45143 | 1.40583 | 0.0455972 | 0.0485694 |
13 | 1.47 | 1.41076 | 1.41833 | -0.00756944 | 0.0592361 |
14 | 2.09 | 2.02226 | 1.43792 | 0.584347 | 0.0677361 |
15 | 1.52 | 1.50376 | 1.45 | 0.0537639 | 0.0162361 |
16 | 1.29 | 1.33018 | 1.455 | -0.124819 | -0.0401806 |
17 | 1.52 | 1.56618 | 1.45958 | 0.106597 | -0.0461806 |
18 | 1.27 | 1.34426 | 1.46375 | -0.119486 | -0.0742639 |
19 | 1.35 | 1.24843 | 1.46417 | -0.215736 | 0.101569 |
20 | 1.29 | 1.26551 | 1.46417 | -0.198653 | 0.0244861 |
21 | 1.41 | 1.41701 | 1.46542 | -0.0484028 | -0.00701389 |
22 | 1.39 | 1.40768 | 1.46958 | -0.0619028 | -0.0176806 |
23 | 1.45 | 1.46043 | 1.47417 | -0.0137361 | -0.0104306 |
24 | 1.53 | 1.52393 | 1.47833 | 0.0455972 | 0.00606944 |
25 | 1.45 | 1.4716 | 1.47917 | -0.00756944 | -0.0215972 |
26 | 2.11 | 2.06268 | 1.47833 | 0.584347 | 0.0473194 |
27 | 1.53 | 1.53626 | 1.4825 | 0.0537639 | -0.00626389 |
28 | 1.38 | 1.36351 | 1.48833 | -0.124819 | 0.0164861 |
29 | 1.54 | 1.60201 | 1.49542 | 0.106597 | -0.0620139 |
30 | 1.35 | 1.38218 | 1.50167 | -0.119486 | -0.0321806 |
31 | 1.29 | 1.29051 | 1.50625 | -0.215736 | -0.000513889 |
32 | 1.33 | 1.3051 | 1.50375 | -0.198653 | 0.0249028 |
33 | 1.47 | 1.44993 | 1.49833 | -0.0484028 | 0.0200694 |
34 | 1.47 | 1.43643 | 1.49833 | -0.0619028 | 0.0335694 |
35 | 1.54 | 1.48876 | 1.5025 | -0.0137361 | 0.0512361 |
36 | 1.59 | 1.55518 | 1.50958 | 0.0455972 | 0.0348194 |
37 | 1.5 | 1.50576 | 1.51333 | -0.00756944 | -0.00576389 |
38 | 2 | 2.0956 | 1.51125 | 0.584347 | -0.0955972 |
39 | 1.51 | 1.56001 | 1.50625 | 0.0537639 | -0.0500139 |
40 | 1.4 | 1.37518 | 1.5 | -0.124819 | 0.0248194 |
41 | 1.62 | 1.59993 | 1.49333 | 0.106597 | 0.0200694 |
42 | 1.44 | 1.36635 | 1.48583 | -0.119486 | 0.0736528 |
43 | 1.29 | 1.26385 | 1.47958 | -0.215736 | 0.0261528 |
44 | 1.28 | 1.28093 | 1.47958 | -0.198653 | -0.000930556 |
45 | 1.4 | 1.4366 | 1.485 | -0.0484028 | -0.0365972 |
46 | 1.39 | 1.42726 | 1.48917 | -0.0619028 | -0.0372639 |
47 | 1.46 | 1.48085 | 1.49458 | -0.0137361 | -0.0208472 |
48 | 1.49 | 1.54268 | 1.49708 | 0.0455972 | -0.0526806 |
49 | 1.45 | 1.48493 | 1.4925 | -0.00756944 | -0.0349306 |
50 | 2.05 | 2.0781 | 1.49375 | 0.584347 | -0.0280972 |
51 | 1.59 | 1.55585 | 1.50208 | 0.0537639 | 0.0341528 |
52 | 1.42 | 1.38518 | 1.51 | -0.124819 | 0.0348194 |
53 | 1.73 | 1.6216 | 1.515 | 0.106597 | 0.108403 |
54 | 1.39 | 1.39926 | 1.51875 | -0.119486 | -0.00926389 |
55 | 1.23 | 1.30885 | 1.52458 | -0.215736 | -0.0788472 |
56 | 1.37 | 1.33385 | 1.5325 | -0.198653 | 0.0361528 |
57 | 1.51 | 1.48951 | 1.53792 | -0.0484028 | 0.0204861 |
58 | 1.47 | 1.47643 | 1.53833 | -0.0619028 | -0.00643056 |
59 | 1.5 | 1.52043 | 1.53417 | -0.0137361 | -0.0204306 |
60 | 1.54 | 1.5806 | 1.535 | 0.0455972 | -0.0405972 |
61 | 1.54 | 1.54076 | 1.54833 | -0.00756944 | -0.000763889 |
62 | 2.15 | 2.14518 | 1.56083 | 0.584347 | 0.00481944 |
63 | 1.62 | 1.61793 | 1.56417 | 0.0537639 | 0.00206944 |
64 | 1.4 | 1.43976 | 1.56458 | -0.124819 | -0.0397639 |
65 | 1.65 | 1.6741 | 1.5675 | 0.106597 | -0.0240972 |
66 | 1.49 | 1.45176 | 1.57125 | -0.119486 | 0.0382361 |
67 | 1.45 | NA | NA | -0.215736 | NA |
68 | 1.45 | NA | NA | -0.198653 | NA |
69 | 1.51 | NA | NA | -0.0484028 | NA |
70 | 1.48 | NA | NA | -0.0619028 | NA |
71 | 1.56 | NA | NA | -0.0137361 | NA |
72 | 1.57 | NA | NA | 0.0455972 | NA |